Event-Triggered Schemes on Leader-Following Consensus of General Linear Multiagent Systems Under Different Topologies

This paper investigates the leader-following consensus for multiagent systems with general linear dynamics by means of event-triggered scheme (ETS). We propose three types of schemes, namely, distributed ETS (distributed-ETS), centralized ETS (centralized-ETS), and clustered ETS (clustered-ETS) for different network topologies. All these schemes guarantee that all followers can track the leader eventually. It should be emphasized that all event-triggered protocols in this paper depend on local information and their executions are distributed. Moreover, it is shown that such event-triggered mechanism can significantly reduce the frequency of control's update. Further, positive inner-event time intervals are assured for those cases of distributed-ETS, centralized-ETS, and clustered-ETS. In addition, two methods are proposed to avoid continuous communication between agents for event detection. Finally, numerical examples are provided to illustrate the effectiveness of the ETSs.

[1]  Eloy García,et al.  Decentralized event-triggered consensus with general linear dynamics , 2014, Autom..

[2]  Guanghui Wen,et al.  Consensus of multi‐agent systems with nonlinear dynamics and sampled‐data information: a delayed‐input approach , 2013 .

[3]  Tongwen Chen,et al.  Average sampled-data consensus driven by edge events , 2012, Proceedings of the 31st Chinese Control Conference.

[4]  Huijun Gao,et al.  Event-Triggered State Estimation for Complex Networks With Mixed Time Delays via Sampled Data Information: The Continuous-Time Case , 2015, IEEE Transactions on Cybernetics.

[5]  Karl Henrik Johansson,et al.  Distributed Event-Triggered Control for Multi-Agent Systems , 2012, IEEE Transactions on Automatic Control.

[6]  Wenwu Yu,et al.  Some necessary and sufficient conditions for second-order consensus in multi-agent dynamical systems , 2010, Autom..

[7]  Daizhan Cheng,et al.  Leader-following consensus of multi-agent systems under fixed and switching topologies , 2010, Syst. Control. Lett..

[8]  Tongwen Chen,et al.  Event Based Pulse-Modulated Control of Linear Stochastic Systems , 2014, IEEE Transactions on Automatic Control.

[9]  Paulo Tabuada,et al.  Event-Triggered Real-Time Scheduling of Stabilizing Control Tasks , 2007, IEEE Transactions on Automatic Control.

[10]  Panos J. Antsaklis,et al.  Output Synchronization of Networked Passive Systems With Event-Driven Communication , 2014, IEEE Transactions on Automatic Control.

[11]  Huijun Gao,et al.  On Controllability of Neuronal Networks With Constraints on the Average of Control Gains , 2014, IEEE Transactions on Cybernetics.

[12]  Shengyuan Xu,et al.  A distributed event-triggered scheme for discrete-time multi-agent consensus with communication delays , 2014 .

[13]  Guanghui Wen,et al.  Consensus Tracking of Multi-Agent Systems With Lipschitz-Type Node Dynamics and Switching Topologies , 2014, IEEE Transactions on Circuits and Systems I: Regular Papers.

[14]  Jinde Cao,et al.  Leader-following consensus of non-linear multi-agent systems with jointly connected topology , 2014 .

[15]  Jun Wang,et al.  Robust Synchronization of Multiple Memristive Neural Networks With Uncertain Parameters via Nonlinear Coupling , 2015, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[16]  Tongwen Chen,et al.  Event based agreement protocols for multi-agent networks , 2013, Autom..

[17]  Zidong Wang,et al.  Quantized $H_{\infty }$ Control for Nonlinear Stochastic Time-Delay Systems With Missing Measurements , 2012, IEEE Transactions on Automatic Control.

[18]  Zidong Wang,et al.  Synchronization of Coupled Neutral-Type Neural Networks With Jumping-Mode-Dependent Discrete and Unbounded Distributed Delays , 2013, IEEE Transactions on Cybernetics.

[19]  A. R. Amir-Moéz Extreme properties of eigenvalues of a Hermitian transformation and singular values of the sum and product of linear transformations , 1956 .

[20]  Jinde Cao,et al.  A New Framework for Analysis on Stability and Bifurcation in a Class of Neural Networks With Discrete and Distributed Delays , 2015, IEEE Transactions on Cybernetics.

[21]  Karl Henrik Johansson,et al.  Event-based broadcasting for multi-agent average consensus , 2013, Autom..

[22]  Leslie G. Valiant,et al.  A bridging model for parallel computation , 1990, CACM.

[23]  Gang Feng,et al.  Self-Triggered Consensus for Multi-Agent Systems With Zeno-Free Triggers , 2015, IEEE Transactions on Automatic Control.

[24]  Michael D. Lemmon,et al.  Event-Triggered Feedback in Control, Estimation, and Optimization , 2010 .

[25]  Guanrong Chen,et al.  Adaptive second-order consensus of networked mobile agents with nonlinear dynamics , 2011, Autom..

[26]  Jinde Cao,et al.  Pinning impulsive stabilization of nonlinear Dynamical Networks with Time-Varying Delay , 2012, Int. J. Bifurc. Chaos.

[27]  Long Wang,et al.  Sampled-Data Based Consensus of Continuous-Time Multi-Agent Systems With Time-Varying Topology , 2011, IEEE Transactions on Automatic Control.

[28]  James Lam,et al.  Semi-Global Leader-Following Consensus of Linear Multi-Agent Systems With Input Saturation via Low Gain Feedback , 2013, IEEE Transactions on Circuits and Systems I: Regular Papers.

[29]  Huijun Gao,et al.  Distributed Synchronization in Networks of Agent Systems With Nonlinearities and Random Switchings , 2013, IEEE Transactions on Cybernetics.

[30]  Jinde Cao,et al.  A new protocol for finite-time consensus of detail-balanced multi-agent networks. , 2012, Chaos.

[31]  Wei Ren,et al.  Distributed coordination architecture for multi-robot formation control , 2008, Robotics Auton. Syst..

[32]  Daniel W. C. Ho,et al.  A Unified Approach to Practical Consensus with Quantized Data and Time Delay , 2013, IEEE Transactions on Circuits and Systems I: Regular Papers.

[33]  Jinde Cao,et al.  $M$-Matrix Strategies for Pinning-Controlled Leader-Following Consensus in Multiagent Systems With Nonlinear Dynamics , 2013, IEEE Transactions on Cybernetics.

[34]  Gang Feng,et al.  Distributed event-triggered control of multi-agent systems with combinational measurements , 2013, Autom..

[35]  Reza Olfati-Saber,et al.  Consensus and Cooperation in Networked Multi-Agent Systems , 2007, Proceedings of the IEEE.

[36]  Jinde Cao,et al.  Second-order consensus in multi-agent dynamical systems with sampled position data , 2011, Autom..

[37]  Xiaofeng Wang,et al.  Event-Triggering in Distributed Networked Control Systems , 2011, IEEE Transactions on Automatic Control.

[38]  Guanghui Wen,et al.  Consensus in multi‐agent systems with communication constraints , 2012 .

[39]  Kairui Chen,et al.  Adaptive leader-following consensus of nonlinear multi-agent systems with jointly connected topology , 2015, The 27th Chinese Control and Decision Conference (2015 CCDC).

[40]  Panos J. Antsaklis,et al.  Event-triggered output feedback control for networked control systems using passivity: Achieving L2 stability in the presence of communication delays and signal quantization , 2013, Autom..

[41]  Fuad E. Alsaadi,et al.  Event-triggered robust distributed state estimation for sensor networks with state-dependent noises , 2015, Int. J. Gen. Syst..